self-confident - Story 125515 | Emotion Vectors in Gemma4-31B

The band room hummed with the sounds of tuning instruments and nervous chatter. Michael, his trombone gleaming under the fluorescent lights, felt a surge of exhilaration. He had practiced relentlessly, and he knew he was the best. He knew the music, he *felt* the music. He saw the coach waving him over, and gave the man a confident nod.

Coach Peterson beckoned him closer, his expression somber. “Michael, I need to have a word with you.”

His stomach churned. He knew what was coming.

"We won't need you on the team anymore."

He froze. His world narrowed, focusing on the coach's face. He forced a laugh, a brittle, hollow sound. “I’m sorry, is this a joke?”

He did not wait for an answer.

Emotion: self-confident

Cluster: Positive / Joy

PC1 (Valence): 3.45 Positive

PC2 (Disposition): 0.56

Role in Research

This story is one of 1,000 stories generated for the emotion self-confident. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 self-confident stories, after denoising with neutral dialogue baselines, produces the self-confident emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-confident vector is projected through the unembedding matrix.

Promoted:

`de`	0.778
`la`	0.550
`l`	0.467
`😎`	0.458
`😉`	0.411

Suppressed:

`S`	-0.961
`L`	-0.538
`😞`	-0.464
`마다`	-0.459
`😣`	-0.458